🪢 Open source LLM engineering platform: Observability, metrics, evals, prompt management, playground, datasets. Integrates with LlamaIndex, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

🐢 Open-Source Evaluation & Testing framework for LLMs and ML models

Test your prompts, models, and RAGs. Catch regressions and improve prompt quality. LLM evals for OpenAI, Azure, Anthropic, Gemini, Mistral, Llama, Bedrock, Ollama, and other local & private models with CI/CD integration.

The LLM Evaluation Framework

The all-in-one LLM developer platform: prompt management, evaluation, human feedback, and deployment all in one place.

Open-Source Evaluation for GenAI Application Pipelines

Awesome-LLM-Eval: a curated list of tools, datasets/benchmark, demos, learderboard, papers, docs and models, mainly for Evaluation on LLMs. 一个由工具、基准/数据、演示、排行榜和大模型等组成的精选列表，主要面向大型语言模型评测（例如ChatGPT、LLaMA、GLM、Baichuan等）.

Awesome papers involving LLMs in Social Science.

Python SDK for running evaluations on LLM generated responses

Superpipe - optimized LLM pipelines for structured data

Evaluating LLMs with CommonGen-Lite

Framework for LLM evaluation, guardrails and security

A simple GPT-based evaluation tool for multi-aspect, interpretable assessment of LLMs.

A list of LLMs Tools & Projects

Initiative to evaluate and rank the most popular LLMs across common task types based on their propensity to hallucinate.

Python SDK for experimenting, testing, evaluating & monitoring LLM-powered applications - Parea AI (YC S23)

The implementation for EMNLP 2023 paper ”Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators“

A collection of hand on notebook for LLMs practitioner

A framework to build scenario simulation projects where human and LLM based agents can participant in, with a user-friendly web UI to visualize simulation, support automatically evaluation on agent action level.

DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models